Linear and Integer Programming Made Easy

Linear and integer programming are fundamental toolkits for data and information science and technology, particularly in the context of today's megatrends toward statistical optimization, machine learning, and big data analytics. Drawn from over 30 years of classroom teaching and applied resear...

Descripción completa

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Hu, T. C. (Autor), Kahng, Andrew B. (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cham : Springer International Publishing : Imprint: Springer, 2016.
Edición:1st ed. 2016.
Temas:
Electronic circuits.
Computer science-Mathematics.
Engineering mathematics.
Engineering-Data processing.
Mathematics.
Electronic Circuits and Systems.
Mathematical Applications in Computer Science.
Mathematical and Computational Engineering Applications.
Applications of Mathematics.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Preliminaries
  • Introduction
  • Dimension of the Solution Space
  • Introduction to the Simplex Method
  • Duality and Complementary Slackness
  • Revised Simplex Method
  • Column Generating Technique
  • The Knapsack Problem
  • Asymptotic Algorithms
  • The World Map of Integer Programs
  • Linear and Integer Programming in Practice.

Ejemplares similares